DocumentCode :
127191
Title :
CDO pricing using archimedean copula with dynamic structure
Author :
Chen Zhuo ; Li Sheng-hong
Author_Institution :
Dept. of Math., Zhejiang Univ., Hangzhou, China
fYear :
2014
fDate :
17-19 Aug. 2014
Firstpage :
1121
Lastpage :
1126
Abstract :
This paper considers the problem of CDO pricing with dynamic Archimedean copula. The classical Archimedean copula is extended to the case with dynamic structure by introducing two continuous stochastic processes to describe both the systematic factor and idiosyncratic factors, which is needed when price CDO options or forward starting CDOs. We focus on Clayton copula which is a special kind of Archimedean copula with lower tail dependence. Then we convert the two stochastic processes to fit the distribution implied by Clayton copula. For large portfolios, loss distribution can be directly got from default probability which is quoted from CDS market. For the general case, characteristic function of the accumulated loss can be derived and using the fast Fourier transform, loss distribution can also be calculated. Numerical results are presented at the end.
Keywords :
fast Fourier transforms; investment; pricing; stochastic processes; Archimedean copula; CDO pricing; CDS market; Clayton copula; collateralized debt obligations; continuous stochastic process; default probability; dynamic structure; fast Fourier transform; idiosyncratic factors; large portfolios; loss distribution; systematic factor; Correlation; Correlation coefficient; Distribution functions; Portfolios; Pricing; Random variables; Stochastic processes; CDO pricing; archimedean copula; correlation skews; dynamic copula;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Management Science & Engineering (ICMSE), 2014 International Conference on
Conference_Location :
Helsinki
Print_ISBN :
978-1-4799-5375-2
Type :
conf
DOI :
10.1109/ICMSE.2014.6930354
Filename :
6930354
Link To Document :
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